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Generating project risk response strategies based on CBR: A case study

机译:基于CBR的项目风险应对策略生成:案例研究

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摘要

Risk response is an important work in project risk management (PRM). To generate project risk response strategies, retrieving and reusing information and knowledge of the similar historical cases is important, while research concerning this issue is still relatively scarce. Taking the risk response of the subway project in S city, China as a case problem, this paper proposes a pragmatic method for generating project risk response strategies based on the case-based reasoning (CBR). The procedure of the method include the five parts: first, representing the target case and the historical cases; second, retrieving the available historical cases by judging whether the risks involved in each historical case cover or are the same as those in the target case; third, retrieving the similar historical cases by measuring the similarity between each available historical case and the target case; fourth, revising the inapplicable risk response strategies involved in the similar historical cases by analyzing the response relation between each strategy and each risk of the current project; and generating the desirable risk response strategies by evaluating each candidate risk response strategy set. To illustrate the use of the proposed method, an empirical analysis of generating the risk response strategies for the subway station project is given. The proposed method can support project managers to make the better decision in PRM.
机译:风险响应是项目风险管理(PRM)中的重要工作。为了产生项目风险应对策略,检索和重用类似历史案例的信息和知识很重要,而与此问题相关的研究仍然相对匮乏。以中国S市地铁项目的风险响应为例,提出了一种基于案例推理(CBR)的实用的项目风险响应策略生成方法。该方法的程序包括五个部分:第一,代表目标案例和历史案例;第二,代表目标案例和历史案例。其次,通过判断每个历史案例涉及的风险是否与目标案例相同或相同,来检索可用的历史案例;第三,通过测量每个可用历史案例与目标案例之间的相似度来检索相似历史案例;第四,通过分析每种策略与当前项目的每种风险之间的响应关系,修订类似历史案例中不适用的风险应对策略。并通过评估每个候选风险响应策略集来生成理想的风险响应策略。为了说明所提出方法的使用,给出了为地铁站项目生成风险应对策略的经验分析。所提出的方法可以支持项目经理在PRM中做出更好的决策。

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  • 来源
    《Expert Systems with Application》 |2015年第6期|2870-2883|共14页
  • 作者单位

    Department of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110819, China,State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Shenyang 110819, China;

    Department of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110819, China,Department of E-commerce, School of Management, Henan University of Technology, Zhenzhou 450001, China;

    Department of Operations and Logistics Management, School of Business Administration, Northeastern University, Shenyang 110819, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Project risk management; Risk response; Subway project; Case-based reasoning; Similarity;

    机译:项目风险管理;风险应对;地铁项目;基于案例的推理;相似;

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